Graph-building for AtomicGraphNets

Text preprocessing library with framework for composable tokenizations

A Julia package for behavioural modeling

Lightweight module of neural differential equations in Kinetic.jl

JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy

A high-performance library for gradient based quantum optimal control

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Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

Linear models

Differentiable 2d rasterizer in Julia

Optimal experimental design of ODE and DAE systems in julia

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A package for wrapping iterative MLJ models in a control strategy

A Julia package for parameterized convex approximators including parameterized log-sum-exp (PLSE) network.

LearningHorse.jl is the ML library for JuliaLang.

Direct transcription of an optimal control problem and resolution

HorseML.jl is the ML library for JuliaLang.

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MLJ.jl interface for JLBoost.jl

A three-way bridge between ExpressionTreeForge.jl, PartitionedStructures.jl and PartiallySeparableSolvers.jl

MLJ.jl interface for JLBoost.jl

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A Julia package for building production-ready measures (metrics) for statistics and machine learning

An NLPModels Interface to Knet

Trust-region methods with partitioned quasi-Newton approximations

Ship maneuvering simulation tool with respect to ShipMMG model

Connecting MLJ and MLFlow

Backend for Lux.jl

GraphNetCore.jl is a software package for the Julia programming language that provides an the core functionality of the MeshGraphNets.jl package. Some parts are based on the implementation of the MeshGraphNets framework by Google DeepMind for simulating mesh-based physical systems via graph neural networks.

Neural-Network Outlier Detection Algorithms for Julia

DNA Motif discovery that includes the discovery of flexible (long or gapped) motifs.

A decision-making framework for the cost-efficient design of experiments, balancing the value of acquired experimental evidence and incurred costs.

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Julia implementation of the Gumbel-Softmax reparametrization trick compatible with Zygote and ForwardDiff

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Independent Hypothesis Weighting for multiple testing with side-information in Julia

Jet operator pack for seismic modeling dependent on WaveFD.jl. Part of the COFII framework.